Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 9682 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 188.5 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 17 |
| Dataset has 2 (< 0.1%) duplicate rows | Duplicates |
ExternalRiskEstimate is highly overall correlated with MaxDelq/PublicRecLast12M and 3 other fields | High correlation |
MSinceMostRecentTradeOpen is highly overall correlated with NumTradesOpeninLast12M | High correlation |
MaxDelq/PublicRecLast12M is highly overall correlated with ExternalRiskEstimate and 3 other fields | High correlation |
MaxDelqEver is highly overall correlated with ExternalRiskEstimate and 4 other fields | High correlation |
NetFractionRevolvingBurden is highly overall correlated with ExternalRiskEstimate and 1 other fields | High correlation |
NumInqLast6M is highly overall correlated with NumInqLast6Mexcl7days | High correlation |
NumInqLast6Mexcl7days is highly overall correlated with NumInqLast6M | High correlation |
NumSatisfactoryTrades is highly overall correlated with NumTotalTrades | High correlation |
NumTotalTrades is highly overall correlated with NumSatisfactoryTrades | High correlation |
NumTrades60Ever/DerogPubRec is highly overall correlated with MaxDelq/PublicRecLast12M and 3 other fields | High correlation |
NumTrades90Ever/DerogPubRec is highly overall correlated with MaxDelqEver and 1 other fields | High correlation |
NumTradesOpeninLast12M is highly overall correlated with MSinceMostRecentTradeOpen | High correlation |
PercentTradesNeverDelq is highly overall correlated with ExternalRiskEstimate and 3 other fields | High correlation |
PercentTradesWBalance is highly overall correlated with NetFractionRevolvingBurden | High correlation |
MSinceMostRecentTradeOpen has 105 (1.1%) zeros | Zeros |
NumTrades60Ever/DerogPubRec has 6706 (69.3%) zeros | Zeros |
NumTrades90Ever/DerogPubRec has 7528 (77.8%) zeros | Zeros |
MaxDelq/PublicRecLast12M has 323 (3.3%) zeros | Zeros |
NumTotalTrades has 131 (1.4%) zeros | Zeros |
NumTradesOpeninLast12M has 2397 (24.8%) zeros | Zeros |
PercentInstallTrades has 186 (1.9%) zeros | Zeros |
NumInqLast6M has 3838 (39.6%) zeros | Zeros |
NumInqLast6Mexcl7days has 3986 (41.2%) zeros | Zeros |
NetFractionRevolvingBurden has 608 (6.3%) zeros | Zeros |
NumRevolvingTradesWBalance has 295 (3.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-31 09:30:38.251235 |
|---|---|
| Analysis finished | 2024-05-31 09:32:05.852619 |
| Duration | 1 minute and 27.6 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
RiskPerformance
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 496.4 KiB |
| Bad | |
|---|---|
| Good |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.485127 |
| Min length | 3 |
Characters and Unicode
| Total characters | 33743 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bad |
|---|---|
| 2nd row | Bad |
| 3rd row | Bad |
| 4th row | Bad |
| 5th row | Bad |
Common Values
| Value | Count | Frequency (%) |
| Bad | 4985 | |
| Good | 4697 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| bad | 4985 | |
| good | 4697 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 9682 | |
| o | 9394 | |
| B | 4985 | |
| a | 4985 | |
| G | 4697 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33743 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 9682 | |
| o | 9394 | |
| B | 4985 | |
| a | 4985 | |
| G | 4697 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33743 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 9682 | |
| o | 9394 | |
| B | 4985 | |
| a | 4985 | |
| G | 4697 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33743 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 9682 | |
| o | 9394 | |
| B | 4985 | |
| a | 4985 | |
| G | 4697 |
ExternalRiskEstimate
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.150072 |
| Minimum | 33 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 65 |
| median | 72 |
| Q3 | 80 |
| 95-th percentile | 88 |
| Maximum | 94 |
| Range | 61 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.8768418 |
|---|---|
| Coefficient of variation (CV) | 0.13689303 |
| Kurtosis | -0.77192456 |
| Mean | 72.150072 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.0057167372 |
| Sum | 698557 |
| Variance | 97.552003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65 | 378 | 3.9% |
| 66 | 365 | 3.8% |
| 72 | 362 | 3.7% |
| 68 | 362 | 3.7% |
| 73 | 359 | 3.7% |
| 70 | 344 | 3.6% |
| 63 | 331 | 3.4% |
| 75 | 328 | 3.4% |
| 69 | 306 | 3.2% |
| 80 | 297 | 3.1% |
| Other values (49) | 6250 |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 2 | |
| 37 | 1 | < 0.1% |
| 40 | 2 | |
| 41 | 1 | < 0.1% |
| 42 | 2 | |
| 43 | 4 | |
| 44 | 4 | |
| 45 | 3 |
| Value | Count | Frequency (%) |
| 94 | 1 | < 0.1% |
| 93 | 16 | 0.2% |
| 92 | 34 | 0.4% |
| 91 | 103 | |
| 90 | 100 | 1.0% |
| 89 | 160 | |
| 88 | 200 | |
| 87 | 190 | |
| 86 | 253 | |
| 85 | 223 |
MSinceMostRecentTradeOpen
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.287957 |
| Minimum | 0 |
|---|---|
| Maximum | 227 |
| Zeros | 105 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 28 |
| Maximum | 227 |
| Range | 227 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 11.727606 |
|---|---|
| Coefficient of variation (CV) | 1.262668 |
| Kurtosis | 52.992534 |
| Mean | 9.287957 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 5.2940624 |
| Sum | 89926 |
| Variance | 137.53674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1152 | |
| 3 | 1004 | 10.4% |
| 4 | 876 | 9.0% |
| 5 | 747 | 7.7% |
| 1 | 731 | 7.6% |
| 6 | 652 | 6.7% |
| 7 | 569 | 5.9% |
| 8 | 458 | 4.7% |
| 9 | 405 | 4.2% |
| 10 | 304 | 3.1% |
| Other values (94) | 2784 |
| Value | Count | Frequency (%) |
| 0 | 105 | 1.1% |
| 1 | 731 | |
| 2 | 1152 | |
| 3 | 1004 | |
| 4 | 876 | |
| 5 | 747 | |
| 6 | 652 | |
| 7 | 569 | |
| 8 | 458 | 4.7% |
| 9 | 405 | 4.2% |
| Value | Count | Frequency (%) |
| 227 | 1 | |
| 207 | 1 | |
| 184 | 1 | |
| 178 | 1 | |
| 163 | 1 | |
| 156 | 1 | |
| 152 | 1 | |
| 143 | 2 | |
| 121 | 1 | |
| 119 | 1 |
AverageMInFile
Real number (ℝ)
| Distinct | 235 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.109275 |
| Minimum | 4 |
|---|---|
| Maximum | 322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 58 |
| median | 76 |
| Q3 | 97 |
| 95-th percentile | 139 |
| Maximum | 322 |
| Range | 318 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 33.712984 |
|---|---|
| Coefficient of variation (CV) | 0.42615716 |
| Kurtosis | 2.194652 |
| Mean | 79.109275 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.88188721 |
| Sum | 765936 |
| Variance | 1136.5653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 79 | 154 | 1.6% |
| 71 | 153 | 1.6% |
| 74 | 146 | 1.5% |
| 80 | 145 | 1.5% |
| 68 | 145 | 1.5% |
| 75 | 144 | 1.5% |
| 84 | 143 | 1.5% |
| 69 | 139 | 1.4% |
| 81 | 138 | 1.4% |
| 70 | 138 | 1.4% |
| Other values (225) | 8237 |
| Value | Count | Frequency (%) |
| 4 | 3 | < 0.1% |
| 5 | 6 | 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 7 | |
| 8 | 10 | |
| 9 | 13 | |
| 10 | 11 | |
| 11 | 8 | |
| 12 | 10 | |
| 13 | 16 |
| Value | Count | Frequency (%) |
| 322 | 1 | |
| 275 | 1 | |
| 273 | 1 | |
| 263 | 1 | |
| 258 | 1 | |
| 257 | 1 | |
| 256 | 1 | |
| 252 | 1 | |
| 249 | 1 | |
| 245 | 1 |
NumSatisfactoryTrades
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.426048 |
| Minimum | 0 |
|---|---|
| Maximum | 79 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 20 |
| Q3 | 28 |
| 95-th percentile | 42 |
| Maximum | 79 |
| Range | 79 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.178171 |
|---|---|
| Coefficient of variation (CV) | 0.52170941 |
| Kurtosis | 0.87911936 |
| Mean | 21.426048 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.82504621 |
| Sum | 207447 |
| Variance | 124.95151 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 384 | 4.0% |
| 15 | 384 | 4.0% |
| 16 | 376 | 3.9% |
| 22 | 367 | 3.8% |
| 19 | 365 | 3.8% |
| 13 | 360 | 3.7% |
| 21 | 346 | 3.6% |
| 14 | 345 | 3.6% |
| 20 | 342 | 3.5% |
| 17 | 335 | 3.5% |
| Other values (63) | 6078 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 20 | 0.2% |
| 2 | 56 | 0.6% |
| 3 | 73 | 0.8% |
| 4 | 124 | |
| 5 | 143 | |
| 6 | 180 | |
| 7 | 201 | |
| 8 | 210 | |
| 9 | 249 |
| Value | Count | Frequency (%) |
| 79 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 67 | 3 | |
| 66 | 2 | < 0.1% |
| 65 | 4 | |
| 64 | 6 | |
| 63 | 5 |
NumTrades60Ever/DerogPubRec
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5743648 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 6706 |
| Zeros (%) | 69.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.236724 |
|---|---|
| Coefficient of variation (CV) | 2.153203 |
| Kurtosis | 29.315425 |
| Mean | 0.5743648 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.2301312 |
| Sum | 5561 |
| Variance | 1.5294863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6706 | |
| 1 | 1758 | 18.2% |
| 2 | 661 | 6.8% |
| 3 | 237 | 2.4% |
| 4 | 145 | 1.5% |
| 5 | 69 | 0.7% |
| 6 | 36 | 0.4% |
| 7 | 29 | 0.3% |
| 8 | 11 | 0.1% |
| 10 | 8 | 0.1% |
| Other values (8) | 22 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 6706 | |
| 1 | 1758 | 18.2% |
| 2 | 661 | 6.8% |
| 3 | 237 | 2.4% |
| 4 | 145 | 1.5% |
| 5 | 69 | 0.7% |
| 6 | 36 | 0.4% |
| 7 | 29 | 0.3% |
| 8 | 11 | 0.1% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 4 | < 0.1% |
| 10 | 8 | |
| 9 | 8 | |
| 8 | 11 |
NumTrades90Ever/DerogPubRec
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37688494 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 7528 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.98651934 |
|---|---|
| Coefficient of variation (CV) | 2.6175611 |
| Kurtosis | 53.650237 |
| Mean | 0.37688494 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.5890429 |
| Sum | 3649 |
| Variance | 0.97322042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 1398 | 14.4% |
| 2 | 463 | 4.8% |
| 3 | 123 | 1.3% |
| 4 | 80 | 0.8% |
| 5 | 33 | 0.3% |
| 6 | 17 | 0.2% |
| 7 | 16 | 0.2% |
| 9 | 8 | 0.1% |
| 10 | 5 | 0.1% |
| Other values (6) | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7528 | |
| 1 | 1398 | 14.4% |
| 2 | 463 | 4.8% |
| 3 | 123 | 1.3% |
| 4 | 80 | 0.8% |
| 5 | 33 | 0.3% |
| 6 | 17 | 0.2% |
| 7 | 16 | 0.2% |
| 8 | 3 | < 0.1% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 5 | 0.1% |
| 9 | 8 | |
| 8 | 3 | < 0.1% |
| 7 | 16 | |
| 6 | 17 |
PercentTradesNeverDelq
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.545342 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 69 |
| Q1 | 89 |
| median | 97 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.327507 |
|---|---|
| Coefficient of variation (CV) | 0.12239954 |
| Kurtosis | 6.6924901 |
| Mean | 92.545342 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -2.3042416 |
| Sum | 896024 |
| Variance | 128.31243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 4511 | |
| 96 | 414 | 4.3% |
| 97 | 389 | 4.0% |
| 95 | 377 | 3.9% |
| 94 | 351 | 3.6% |
| 93 | 304 | 3.1% |
| 92 | 292 | 3.0% |
| 88 | 240 | 2.5% |
| 90 | 216 | 2.2% |
| 89 | 200 | 2.1% |
| Other values (61) | 2388 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 20 | 3 | |
| 22 | 1 | < 0.1% |
| 25 | 4 | |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 4 | |
| 30 | 4 | |
| 31 | 3 |
| Value | Count | Frequency (%) |
| 100 | 4511 | |
| 99 | 5 | 0.1% |
| 98 | 173 | 1.8% |
| 97 | 389 | 4.0% |
| 96 | 414 | 4.3% |
| 95 | 377 | 3.9% |
| 94 | 351 | 3.6% |
| 93 | 304 | 3.1% |
| 92 | 292 | 3.0% |
| 91 | 186 | 1.9% |
MaxDelq/PublicRecLast12M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7580045 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 323 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6379198 |
|---|---|
| Coefficient of variation (CV) | 0.28445962 |
| Kurtosis | 3.1790593 |
| Mean | 5.7580045 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.7727301 |
| Sum | 55749 |
| Variance | 2.6827812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4147 | |
| 6 | 3056 | |
| 4 | 1596 | 16.5% |
| 0 | 323 | 3.3% |
| 5 | 232 | 2.4% |
| 3 | 222 | 2.3% |
| 1 | 52 | 0.5% |
| 2 | 52 | 0.5% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 323 | 3.3% |
| 1 | 52 | 0.5% |
| 2 | 52 | 0.5% |
| 3 | 222 | 2.3% |
| 4 | 1596 | 16.5% |
| 5 | 232 | 2.4% |
| 6 | 3056 | |
| 7 | 4147 | |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 7 | 4147 | |
| 6 | 3056 | |
| 5 | 232 | 2.4% |
| 4 | 1596 | 16.5% |
| 3 | 222 | 2.3% |
| 2 | 52 | 0.5% |
| 1 | 52 | 0.5% |
| 0 | 323 | 3.3% |
MaxDelqEver
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3795703 |
| Minimum | 2 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8403953 |
|---|---|
| Coefficient of variation (CV) | 0.28848265 |
| Kurtosis | 0.11145921 |
| Mean | 6.3795703 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.98469612 |
| Sum | 61767 |
| Variance | 3.387055 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 4437 | |
| 6 | 2840 | |
| 5 | 950 | 9.8% |
| 2 | 712 | 7.4% |
| 4 | 312 | 3.2% |
| 3 | 302 | 3.1% |
| 7 | 129 | 1.3% |
| Value | Count | Frequency (%) |
| 2 | 712 | 7.4% |
| 3 | 302 | 3.1% |
| 4 | 312 | 3.2% |
| 5 | 950 | 9.8% |
| 6 | 2840 | |
| 7 | 129 | 1.3% |
| 8 | 4437 |
| Value | Count | Frequency (%) |
| 8 | 4437 | |
| 7 | 129 | 1.3% |
| 6 | 2840 | |
| 5 | 950 | 9.8% |
| 4 | 312 | 3.2% |
| 3 | 302 | 3.1% |
| 2 | 712 | 7.4% |
NumTotalTrades
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.932452 |
| Minimum | 0 |
|---|---|
| Maximum | 104 |
| Zeros | 131 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 14 |
| median | 21 |
| Q3 | 30 |
| 95-th percentile | 46 |
| Maximum | 104 |
| Range | 104 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.892225 |
|---|---|
| Coefficient of variation (CV) | 0.56218258 |
| Kurtosis | 1.5274942 |
| Mean | 22.932452 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.94262895 |
| Sum | 222032 |
| Variance | 166.20946 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 355 | 3.7% |
| 16 | 354 | 3.7% |
| 17 | 345 | 3.6% |
| 22 | 333 | 3.4% |
| 20 | 327 | 3.4% |
| 24 | 325 | 3.4% |
| 21 | 320 | 3.3% |
| 18 | 312 | 3.2% |
| 23 | 311 | 3.2% |
| 19 | 310 | 3.2% |
| Other values (77) | 6390 |
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 26 | 0.3% |
| 2 | 51 | 0.5% |
| 3 | 92 | 1.0% |
| 4 | 105 | |
| 5 | 116 | |
| 6 | 137 | |
| 7 | 176 | |
| 8 | 176 | |
| 9 | 231 |
| Value | Count | Frequency (%) |
| 104 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 3 | |
| 82 | 2 | |
| 79 | 2 | |
| 78 | 2 |
NumTradesOpeninLast12M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8878331 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 2397 |
| Zeros (%) | 24.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8320164 |
|---|---|
| Coefficient of variation (CV) | 0.97043347 |
| Kurtosis | 4.2279293 |
| Mean | 1.8878331 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5302521 |
| Sum | 18278 |
| Variance | 3.3562841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2477 | |
| 0 | 2397 | |
| 2 | 1950 | |
| 3 | 1296 | |
| 4 | 743 | 7.7% |
| 5 | 365 | 3.8% |
| 6 | 229 | 2.4% |
| 7 | 108 | 1.1% |
| 8 | 56 | 0.6% |
| 9 | 24 | 0.2% |
| Other values (8) | 37 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 2397 | |
| 1 | 2477 | |
| 2 | 1950 | |
| 3 | 1296 | |
| 4 | 743 | 7.7% |
| 5 | 365 | 3.8% |
| 6 | 229 | 2.4% |
| 7 | 108 | 1.1% |
| 8 | 56 | 0.6% |
| 9 | 24 | 0.2% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 8 | 0.1% |
| 10 | 18 | 0.2% |
| 9 | 24 | |
| 8 | 56 |
PercentInstallTrades
Real number (ℝ)
ZEROS 
| Distinct | 94 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.853646 |
| Minimum | 0 |
|---|---|
| Maximum | 94 |
| Zeros | 186 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 21 |
| median | 33 |
| Q3 | 45 |
| 95-th percentile | 64 |
| Maximum | 94 |
| Range | 94 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 16.827315 |
|---|---|
| Coefficient of variation (CV) | 0.49706063 |
| Kurtosis | -0.0612557 |
| Mean | 33.853646 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.43904903 |
| Sum | 327771 |
| Variance | 283.15852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 446 | 4.6% |
| 50 | 401 | 4.1% |
| 29 | 332 | 3.4% |
| 25 | 320 | 3.3% |
| 38 | 274 | 2.8% |
| 20 | 271 | 2.8% |
| 36 | 247 | 2.6% |
| 40 | 239 | 2.5% |
| 27 | 226 | 2.3% |
| 17 | 224 | 2.3% |
| Other values (84) | 6702 |
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 2 | 1 | < 0.1% |
| 3 | 12 | 0.1% |
| 4 | 29 | 0.3% |
| 5 | 31 | 0.3% |
| 6 | 36 | 0.4% |
| 7 | 57 | 0.6% |
| 8 | 77 | |
| 9 | 83 | |
| 10 | 84 |
| Value | Count | Frequency (%) |
| 94 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 2 | < 0.1% |
| 90 | 3 | < 0.1% |
| 89 | 4 | |
| 88 | 3 | < 0.1% |
| 87 | 3 | < 0.1% |
| 86 | 9 | |
| 85 | 6 |
NumInqLast6M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4570337 |
| Minimum | 0 |
|---|---|
| Maximum | 66 |
| Zeros | 3838 |
| Zeros (%) | 39.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.1329779 |
|---|---|
| Coefficient of variation (CV) | 1.463918 |
| Kurtosis | 118.69404 |
| Mean | 1.4570337 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.221707 |
| Sum | 14107 |
| Variance | 4.5495947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3838 | |
| 1 | 2498 | |
| 2 | 1487 | 15.4% |
| 3 | 751 | 7.8% |
| 4 | 480 | 5.0% |
| 5 | 239 | 2.5% |
| 6 | 134 | 1.4% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| 9 | 32 | 0.3% |
| Other values (16) | 81 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 3838 | |
| 1 | 2498 | |
| 2 | 1487 | 15.4% |
| 3 | 751 | 7.8% |
| 4 | 480 | 5.0% |
| 5 | 239 | 2.5% |
| 6 | 134 | 1.4% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| 9 | 32 | 0.3% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 3 | |
| 18 | 1 | < 0.1% |
| 17 | 2 | |
| 16 | 4 |
NumInqLast6Mexcl7days
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3985747 |
| Minimum | 0 |
|---|---|
| Maximum | 66 |
| Zeros | 3986 |
| Zeros (%) | 41.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0928973 |
|---|---|
| Coefficient of variation (CV) | 1.4964501 |
| Kurtosis | 128.06333 |
| Mean | 1.3985747 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.4871004 |
| Sum | 13541 |
| Variance | 4.380219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3986 | |
| 1 | 2483 | |
| 2 | 1431 | 14.8% |
| 3 | 750 | 7.7% |
| 4 | 444 | 4.6% |
| 5 | 228 | 2.4% |
| 6 | 127 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| 9 | 26 | 0.3% |
| Other values (15) | 77 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 3986 | |
| 1 | 2483 | |
| 2 | 1431 | 14.8% |
| 3 | 750 | 7.7% |
| 4 | 444 | 4.6% |
| 5 | 228 | 2.4% |
| 6 | 127 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| 9 | 26 | 0.3% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | |
| 18 | 2 | |
| 16 | 4 | |
| 15 | 2 |
NetFractionRevolvingBurden
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 126 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.862219 |
| Minimum | 0 |
|---|---|
| Maximum | 232 |
| Zeros | 608 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 29 |
| Q3 | 56 |
| 95-th percentile | 89 |
| Maximum | 232 |
| Range | 232 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 28.899643 |
|---|---|
| Coefficient of variation (CV) | 0.82896741 |
| Kurtosis | -0.4760277 |
| Mean | 34.862219 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.62400043 |
| Sum | 337536 |
| Variance | 835.18936 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 608 | 6.3% |
| 1 | 303 | 3.1% |
| 2 | 274 | 2.8% |
| 3 | 259 | 2.7% |
| 4 | 225 | 2.3% |
| 5 | 208 | 2.1% |
| 6 | 198 | 2.0% |
| 8 | 166 | 1.7% |
| 9 | 151 | 1.6% |
| 7 | 150 | 1.5% |
| Other values (116) | 7140 |
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 303 | |
| 2 | 274 | |
| 3 | 259 | |
| 4 | 225 | 2.3% |
| 5 | 208 | 2.1% |
| 6 | 198 | 2.0% |
| 7 | 150 | 1.5% |
| 8 | 166 | 1.7% |
| 9 | 151 | 1.6% |
| Value | Count | Frequency (%) |
| 232 | 1 | |
| 165 | 1 | |
| 154 | 1 | |
| 135 | 1 | |
| 131 | 1 | |
| 126 | 1 | |
| 124 | 1 | |
| 120 | 2 | |
| 118 | 2 | |
| 117 | 1 |
NumRevolvingTradesWBalance
Real number (ℝ)
ZEROS 
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1124768 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 295 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.0203407 |
|---|---|
| Coefficient of variation (CV) | 0.73443349 |
| Kurtosis | 5.2551092 |
| Mean | 4.1124768 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.6947093 |
| Sum | 39817 |
| Variance | 9.1224577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1708 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 1 | 1309 | |
| 5 | 1010 | |
| 6 | 743 | |
| 7 | 506 | 5.2% |
| 8 | 350 | 3.6% |
| 0 | 295 | 3.0% |
| 9 | 242 | 2.5% |
| Other values (19) | 550 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 295 | 3.0% |
| 1 | 1309 | |
| 2 | 1708 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 5 | 1010 | |
| 6 | 743 | |
| 7 | 506 | 5.2% |
| 8 | 350 | 3.6% |
| 9 | 242 | 2.5% |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | |
| 23 | 1 | < 0.1% |
| 21 | 5 | |
| 20 | 4 | |
| 19 | 4 |
PercentTradesWBalance
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 93 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.92326 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 43 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 50 |
| median | 67 |
| Q3 | 83 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 21.781379 |
|---|---|
| Coefficient of variation (CV) | 0.33040506 |
| Kurtosis | -0.50328088 |
| Mean | 65.92326 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.26415516 |
| Sum | 638269 |
| Variance | 474.42847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1120 | 11.6% |
| 50 | 731 | 7.6% |
| 67 | 608 | 6.3% |
| 75 | 533 | 5.5% |
| 80 | 372 | 3.8% |
| 60 | 342 | 3.5% |
| 83 | 316 | 3.3% |
| 71 | 281 | 2.9% |
| 33 | 272 | 2.8% |
| 57 | 245 | 2.5% |
| Other values (83) | 4862 |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| 11 | 8 | 0.1% |
| 12 | 3 | < 0.1% |
| 13 | 15 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 1120 | |
| 96 | 3 | < 0.1% |
| 95 | 13 | 0.1% |
| 94 | 28 | 0.3% |
| 93 | 37 | 0.4% |
| 92 | 82 | 0.8% |
| 91 | 82 | 0.8% |
| 90 | 93 | 1.0% |
| 89 | 138 | 1.4% |
| 88 | 176 | 1.8% |
| AverageMInFile | ExternalRiskEstimate | MSinceMostRecentTradeOpen | MaxDelq/PublicRecLast12M | MaxDelqEver | NetFractionRevolvingBurden | NumInqLast6M | NumInqLast6Mexcl7days | NumRevolvingTradesWBalance | NumSatisfactoryTrades | NumTotalTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | NumTradesOpeninLast12M | PercentInstallTrades | PercentTradesNeverDelq | PercentTradesWBalance | RiskPerformance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AverageMInFile | 1.000 | 0.328 | 0.303 | -0.025 | -0.043 | -0.209 | -0.202 | -0.199 | -0.001 | 0.158 | 0.128 | 0.013 | -0.012 | -0.385 | -0.158 | -0.041 | -0.199 | 0.249 |
| ExternalRiskEstimate | 0.328 | 1.000 | 0.143 | 0.622 | 0.533 | -0.640 | -0.231 | -0.233 | -0.361 | 0.004 | -0.041 | -0.479 | -0.411 | -0.195 | -0.150 | 0.588 | -0.454 | 0.461 |
| MSinceMostRecentTradeOpen | 0.303 | 0.143 | 1.000 | -0.008 | -0.001 | -0.052 | -0.336 | -0.342 | -0.209 | -0.216 | -0.215 | 0.017 | 0.005 | -0.750 | -0.023 | -0.050 | -0.002 | 0.069 |
| MaxDelq/PublicRecLast12M | -0.025 | 0.622 | -0.008 | 1.000 | 0.824 | -0.184 | -0.048 | -0.052 | -0.117 | -0.032 | -0.076 | -0.539 | -0.424 | 0.006 | -0.122 | 0.833 | -0.148 | 0.278 |
| MaxDelqEver | -0.043 | 0.533 | -0.001 | 0.824 | 1.000 | -0.155 | -0.042 | -0.043 | -0.057 | 0.012 | -0.052 | -0.687 | -0.520 | 0.013 | -0.124 | 0.902 | -0.127 | 0.240 |
| NetFractionRevolvingBurden | -0.209 | -0.640 | -0.052 | -0.184 | -0.155 | 1.000 | 0.097 | 0.098 | 0.411 | -0.036 | -0.018 | 0.122 | 0.094 | 0.078 | 0.132 | -0.194 | 0.613 | 0.349 |
| NumInqLast6M | -0.202 | -0.231 | -0.336 | -0.048 | -0.042 | 0.097 | 1.000 | 0.983 | 0.106 | 0.113 | 0.118 | 0.049 | 0.057 | 0.304 | 0.044 | -0.022 | 0.050 | 0.081 |
| NumInqLast6Mexcl7days | -0.199 | -0.233 | -0.342 | -0.052 | -0.043 | 0.098 | 0.983 | 1.000 | 0.110 | 0.117 | 0.123 | 0.049 | 0.058 | 0.306 | 0.044 | -0.022 | 0.051 | 0.077 |
| NumRevolvingTradesWBalance | -0.001 | -0.361 | -0.209 | -0.117 | -0.057 | 0.411 | 0.106 | 0.110 | 1.000 | 0.476 | 0.407 | -0.028 | -0.045 | 0.268 | -0.244 | -0.022 | 0.293 | 0.134 |
| NumSatisfactoryTrades | 0.158 | 0.004 | -0.216 | -0.032 | 0.012 | -0.036 | 0.113 | 0.117 | 0.476 | 1.000 | 0.856 | -0.133 | -0.129 | 0.290 | -0.080 | 0.127 | -0.222 | 0.140 |
| NumTotalTrades | 0.128 | -0.041 | -0.215 | -0.076 | -0.052 | -0.018 | 0.118 | 0.123 | 0.407 | 0.856 | 1.000 | -0.044 | -0.055 | 0.267 | -0.031 | 0.049 | -0.172 | 0.093 |
| NumTrades60Ever/DerogPubRec | 0.013 | -0.479 | 0.017 | -0.539 | -0.687 | 0.122 | 0.049 | 0.049 | -0.028 | -0.133 | -0.044 | 1.000 | 0.830 | -0.033 | 0.120 | -0.573 | 0.137 | 0.153 |
| NumTrades90Ever/DerogPubRec | -0.012 | -0.411 | 0.005 | -0.424 | -0.520 | 0.094 | 0.057 | 0.058 | -0.045 | -0.129 | -0.055 | 0.830 | 1.000 | -0.022 | 0.103 | -0.407 | 0.118 | 0.120 |
| NumTradesOpeninLast12M | -0.385 | -0.195 | -0.750 | 0.006 | 0.013 | 0.078 | 0.304 | 0.306 | 0.268 | 0.290 | 0.267 | -0.033 | -0.022 | 1.000 | 0.026 | 0.072 | 0.014 | 0.082 |
| PercentInstallTrades | -0.158 | -0.150 | -0.023 | -0.122 | -0.124 | 0.132 | 0.044 | 0.044 | -0.244 | -0.080 | -0.031 | 0.120 | 0.103 | 0.026 | 1.000 | -0.133 | 0.386 | 0.137 |
| PercentTradesNeverDelq | -0.041 | 0.588 | -0.050 | 0.833 | 0.902 | -0.194 | -0.022 | -0.022 | -0.022 | 0.127 | 0.049 | -0.573 | -0.407 | 0.072 | -0.133 | 1.000 | -0.174 | 0.257 |
| PercentTradesWBalance | -0.199 | -0.454 | -0.002 | -0.148 | -0.127 | 0.613 | 0.050 | 0.051 | 0.293 | -0.222 | -0.172 | 0.137 | 0.118 | 0.014 | 0.386 | -0.174 | 1.000 | 0.274 |
| RiskPerformance | 0.249 | 0.461 | 0.069 | 0.278 | 0.240 | 0.349 | 0.081 | 0.077 | 0.134 | 0.140 | 0.093 | 0.153 | 0.120 | 0.082 | 0.137 | 0.257 | 0.274 | 1.000 |
| RiskPerformance | ExternalRiskEstimate | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NumRevolvingTradesWBalance | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bad | 55.0 | 4.0 | 84.0 | 20.0 | 3.0 | 0.0 | 83.0 | 3.0 | 5.0 | 23.0 | 1.0 | 43.0 | 0.0 | 0.0 | 33.0 | 8.0 | 69.0 |
| 1 | Bad | 61.0 | 15.0 | 41.0 | 2.0 | 4.0 | 4.0 | 100.0 | 0.0 | 8.0 | 7.0 | 0.0 | 67.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Bad | 67.0 | 5.0 | 24.0 | 9.0 | 0.0 | 0.0 | 100.0 | 7.0 | 8.0 | 9.0 | 4.0 | 44.0 | 4.0 | 4.0 | 53.0 | 4.0 | 86.0 |
| 3 | Bad | 66.0 | 1.0 | 73.0 | 28.0 | 1.0 | 1.0 | 93.0 | 6.0 | 6.0 | 30.0 | 3.0 | 57.0 | 5.0 | 4.0 | 72.0 | 6.0 | 91.0 |
| 4 | Bad | 81.0 | 27.0 | 132.0 | 12.0 | 0.0 | 0.0 | 100.0 | 7.0 | 8.0 | 12.0 | 0.0 | 25.0 | 1.0 | 1.0 | 51.0 | 3.0 | 80.0 |
| 5 | Bad | 59.0 | 11.0 | 78.0 | 31.0 | 0.0 | 0.0 | 91.0 | 4.0 | 6.0 | 32.0 | 1.0 | 47.0 | 0.0 | 0.0 | 62.0 | 12.0 | 94.0 |
| 6 | Good | 54.0 | 7.0 | 37.0 | 25.0 | 0.0 | 0.0 | 92.0 | 4.0 | 6.0 | 26.0 | 3.0 | 58.0 | 4.0 | 4.0 | 89.0 | 7.0 | 100.0 |
| 7 | Good | 68.0 | 7.0 | 65.0 | 17.0 | 0.0 | 0.0 | 83.0 | 6.0 | 6.0 | 18.0 | 1.0 | 44.0 | 0.0 | 0.0 | 28.0 | 2.0 | 40.0 |
| 8 | Bad | 59.0 | 2.0 | 138.0 | 24.0 | 0.0 | 0.0 | 85.0 | 4.0 | 6.0 | 27.0 | 1.0 | 26.0 | 1.0 | 1.0 | 68.0 | 7.0 | 90.0 |
| 9 | Bad | 61.0 | 4.0 | 36.0 | 19.0 | 0.0 | 0.0 | 95.0 | 4.0 | 6.0 | 19.0 | 3.0 | 26.0 | 6.0 | 6.0 | 31.0 | 5.0 | 62.0 |
| RiskPerformance | ExternalRiskEstimate | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NumRevolvingTradesWBalance | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9672 | Good | 57.0 | 4.0 | 87.0 | 18.0 | 0.0 | 0.0 | 89.0 | 4.0 | 6.0 | 18.0 | 1.0 | 56.0 | 1.0 | 1.0 | 93.0 | 5.0 | 100.0 |
| 9673 | Good | 84.0 | 6.0 | 103.0 | 25.0 | 0.0 | 0.0 | 100.0 | 7.0 | 8.0 | 25.0 | 2.0 | 24.0 | 0.0 | 0.0 | 10.0 | 4.0 | 70.0 |
| 9674 | Good | 79.0 | 2.0 | 68.0 | 27.0 | 0.0 | 0.0 | 100.0 | 7.0 | 8.0 | 30.0 | 3.0 | 36.0 | 4.0 | 4.0 | 1.0 | 4.0 | 60.0 |
| 9675 | Good | 90.0 | 5.0 | 92.0 | 13.0 | 0.0 | 0.0 | 100.0 | 7.0 | 8.0 | 13.0 | 1.0 | 46.0 | 2.0 | 2.0 | 5.0 | 3.0 | 100.0 |
| 9676 | Bad | 75.0 | 2.0 | 121.0 | 37.0 | 1.0 | 1.0 | 83.0 | 4.0 | 3.0 | 43.0 | 1.0 | 7.0 | 1.0 | 1.0 | 34.0 | 7.0 | 53.0 |
| 9677 | Good | 73.0 | 5.0 | 57.0 | 21.0 | 0.0 | 0.0 | 95.0 | 6.0 | 6.0 | 21.0 | 5.0 | 19.0 | 0.0 | 0.0 | 26.0 | 5.0 | 100.0 |
| 9678 | Bad | 65.0 | 39.0 | 68.0 | 11.0 | 0.0 | 0.0 | 92.0 | 6.0 | 6.0 | 12.0 | 0.0 | 42.0 | 1.0 | 1.0 | 86.0 | 2.0 | 80.0 |
| 9679 | Bad | 74.0 | 6.0 | 64.0 | 18.0 | 1.0 | 1.0 | 100.0 | 6.0 | 8.0 | 18.0 | 1.0 | 33.0 | 4.0 | 4.0 | 6.0 | 5.0 | 56.0 |
| 9680 | Bad | 72.0 | 12.0 | 113.0 | 42.0 | 2.0 | 2.0 | 96.0 | 6.0 | 2.0 | 45.0 | 0.0 | 20.0 | 0.0 | 0.0 | 19.0 | 4.0 | 38.0 |
| 9681 | Bad | 66.0 | 1.0 | 17.0 | 4.0 | 0.0 | 0.0 | 100.0 | 7.0 | 8.0 | 5.0 | 2.0 | 60.0 | 3.0 | 2.0 | 67.0 | 2.0 | 100.0 |
Most frequently occurring
| RiskPerformance | ExternalRiskEstimate | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NumRevolvingTradesWBalance | PercentTradesWBalance | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bad | 62.0 | 9.0 | 42.0 | 10.0 | 2.0 | 1.0 | 83.0 | 3.0 | 5.0 | 12.0 | 2.0 | 33.0 | 1.0 | 1.0 | 14.0 | 4.0 | 63.0 | 2 |
| 1 | Bad | 64.0 | 18.0 | 124.0 | 16.0 | 2.0 | 0.0 | 47.0 | 4.0 | 5.0 | 19.0 | 0.0 | 74.0 | 4.0 | 4.0 | 27.0 | 2.0 | 100.0 | 2 |